从阿拉伯语文本到谜题：基于LLM的阿拉伯语教育填字游戏开发
From Arabic Text to Puzzles: LLM-Driven Development of Arabic Educational Crosswords
AI总结：
提出一个利用GPT-4-Turbo等LLM和含5万条目的Arabic-Clue-Instruct数据集，从教育文本自动生成阿拉伯语填字游戏的工具，以促进语言学习和认知发展。
摘要：
我们提出一个从给定文本生成阿拉伯语填字游戏的生成器，该生成器利用GPT-4-Turbo、GPT-3.5-Turbo和Llama3-8B-Instruct等先进语言模型，专门为教育目的而开发。这一创新生成器利用了一个精心编纂的数据集，名为Arabic-Clue-Instruct，包含超过50,000条条目，涵盖文本、答案、线索和类别。该数据集经过精心设计，以帮助在特定类别内生成与特定文本和关键词相关的恰当线索。本项目旨在解决阿拉伯语专用高级教育工具稀缺的问题，促进增强的语言学习和认知发展。通过提供文化和语言上相关的工具，我们的目标是通过游戏化和互动性使学习更具吸引力和有效性。将最先进的人工智能与当代学习方法相结合，该工具可以从任何给定的教育文本生成填字游戏，从而促进互动和愉快的学体验。该工具不仅推进了教育范式，还在互动和认知学习技术方面树立了新标准。模型和数据集可公开获取。
英文摘要：
We present an Arabic crossword puzzle generator from a given text that utilizes advanced language models such as GPT-4-Turbo, GPT-3.5-Turbo and Llama3-8B-Instruct, specifically developed for educational purposes, this innovative generator leverages a meticulously compiled dataset named Arabic-Clue-Instruct with over 50,000 entries encompassing text, answers, clues, and categories. This dataset is intricately designed to aid in the generation of pertinent clues linked to specific texts and keywords within defined categories. This project addresses the scarcity of advanced educational tools tailored for the Arabic language, promoting enhanced language learning and cognitive development. By providing a culturally and linguistically relevant tool, our objective is to make learning more engaging and effective through gamification and interactivity. Integrating state-of-the-art artificial intelligence with contemporary learning methodologies, this tool can generate crossword puzzles from any given educational text, thereby facilitating an interactive and enjoyable learning experience. This tool not only advances educational paradigms but also sets a new standard in interactive and cognitive learning technologies. The model and dataset are publicly available.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
